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amiriparian
/
ExHuBERT

Audio Classification
Transformers
PyTorch
hubert
Speech Emotion Recognition
SER
Transformer
HuBERT
Affective Computing
custom_code
Model card Files Files and versions
xet
Community
5

Instructions to use amiriparian/ExHuBERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use amiriparian/ExHuBERT with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("audio-classification", model="amiriparian/ExHuBERT", trust_remote_code=True)
    # Load model directly
    from transformers import AutoProcessor, AutoModelForAudioClassification
    
    processor = AutoProcessor.from_pretrained("amiriparian/ExHuBERT", trust_remote_code=True)
    model = AutoModelForAudioClassification.from_pretrained("amiriparian/ExHuBERT", trust_remote_code=True)
  • Notebooks
  • Google Colab
  • Kaggle
ExHuBERT
2.67 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 36 commits
amiriparian's picture
amiriparian
Filip-Packan's picture
Filip-Packan
Updated deprecated module (#4)
5bc6f15 verified over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • ExHuBERT_model.py
    18.3 kB
    Updated deprecated module (#4) over 1 year ago
  • README.md
    16.4 kB
    Update README.md over 1 year ago
  • config.json
    2 kB
    Upload ExHuBERT almost 2 years ago
  • paper_exhubert_interspeech2024.pdf
    258 kB
    Upload paper_exhubert_interspeech2024.pdf almost 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    2.67 GB
    xet
    Upload ExHuBERT almost 2 years ago
  • supp-mat.pdf
    94.5 kB
    Rename supp_mat.pdf to supp-mat.pdf almost 2 years ago